I emptied both permalink and itsec_hide_backend fields in options table through phpMyAdmin. Then I removed everything from .htaccess and then logged into my blog’s dashboard by typing /wp-login.php then I set permalink through Settings->Permalink to /%postname%/.
Voila! Everything works fine now. 😉